Decoding covert speech from EEG-a comprehensive review

JT Panachakel, AG Ramakrishnan - Frontiers in Neuroscience, 2021 - frontiersin.org
Over the past decade, many researchers have come up with different implementations of
systems for decoding covert or imagined speech from EEG (electroencephalogram). They …

An integrated theory of language production and comprehension

MJ Pickering, S Garrod - Behavioral and brain sciences, 2013 - cambridge.org
Currently, production and comprehension are regarded as quite distinct in accounts of
language processing. In rejecting this dichotomy, we instead assert that producing and …

Imagined speech can be decoded from low-and cross-frequency intracranial EEG features

T Proix, J Delgado Saa, A Christen, S Martin… - Nature …, 2022 - nature.com
Reconstructing intended speech from neural activity using brain-computer interfaces holds
great promises for people with severe speech production deficits. While decoding overt …

Machine translation of cortical activity to text with an encoder–decoder framework

JG Makin, DA Moses, EF Chang - Nature neuroscience, 2020 - nature.com
A decade after speech was first decoded from human brain signals, accuracy and speed
remain far below that of natural speech. Here we show how to decode the …

Proactive sensing of periodic and aperiodic auditory patterns

JM Rimmele, B Morillon, D Poeppel, LH Arnal - Trends in cognitive …, 2018 - cell.com
The ability to predict when something will happen facilitates sensory processing and the
ensuing computations. Building on the observation that neural activity entrains to periodic …

Towards reconstructing intelligible speech from the human auditory cortex

H Akbari, B Khalighinejad, JL Herrero, AD Mehta… - Scientific reports, 2019 - nature.com
Auditory stimulus reconstruction is a technique that finds the best approximation of the
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …

Motor imagery involves predicting the sensory consequences of the imagined movement

K Kilteni, BJ Andersson, C Houborg… - Nature …, 2018 - nature.com
Research on motor imagery has identified many similarities between imagined and
executed actions at the behavioral, physiological and neural levels, thus supporting their …

Computational neuroanatomy of speech production

G Hickok - Nature reviews neuroscience, 2012 - nature.com
Speech production has been studied predominantly from within two traditions,
psycholinguistics and motor control. These traditions have rarely interacted, and the …

Finding the beat: a neural perspective across humans and non-human primates

H Merchant, J Grahn, L Trainor… - … of the Royal …, 2015 - royalsocietypublishing.org
Humans possess an ability to perceive and synchronize movements to the beat in music
('beat perception and synchronization'), and recent neuroscientific data have offered new …

Inner speech: Development, cognitive functions, phenomenology, and neurobiology.

B Alderson-Day, C Fernyhough - Psychological bulletin, 2015 - psycnet.apa.org
Inner speech—also known as covert speech or verbal thinking—has been implicated in
theories of cognitive development, speech monitoring, executive function, and …